Pith. sign in

Paper Citation Record · LEDGER

Rubric-based On-policy Distillation

As of 1 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 11 inbound Pith citation observations for arXiv:2605.07396.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.07396 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:11:48.615352Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T20:06:10.692173Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-04T13:49:51.404418Z

Reference resolution

53 of 53 outbound references displayed

  • verified exact28
  • verified fuzzy13
  • unresolved10
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c5fd82d-1245-47ee-8eb3-250eac7a674d · outbound

This paper cites Aime 2024: American invitational mathematics examination.

Rubric-based On-policy Distillation Aime 2024: American invitational mathematics examination

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.900050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:e9a3e713ebb3190f104834b82a8ded40878452b5c9848912898403213e938580

Observation 909b52a6-6ac5-4cd8-ad13-0d655e524d77 · outbound

This paper cites Aime 2025: American invitational mathematics examination.

Rubric-based On-policy Distillation Aime 2025: American invitational mathematics examination

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.905840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:67c483d99783585ab117cd340c84894d51347f603c4fd9a14536bcb8cbd01b35

Observation 9c829ee6-41d2-4722-b442-2372563348f0 · outbound

This paper cites Hmmt 2025: Harvard-mit mathematics tournament.

Rubric-based On-policy Distillation Hmmt 2025: Harvard-mit mathematics tournament

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.912294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:d49413fc6ae9a17f4f28fdb32daa30390dfe45e0191a177274b0c6f5886d196f

Observation 77c15710-70d7-4081-b2f2-eb3e7d1cda30 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

Rubric-based On-policy Distillation DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.134686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:fc0fe8315496fa74f19908ae3a2d3201bd533c319ede90eb733107d7aee83a91

Observation 74e68ed5-5aa7-4af2-98d1-b7a74ade6677 · outbound

This paper cites Qwen3 Technical Report.

Rubric-based On-policy Distillation Qwen3 Technical Report

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.141303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:e79b7cb86aefb91acade557b5ba87045273676c0413c10c9c35f183fc9bb4362

Observation 3ee7d872-b244-411d-a97f-cba68c5d2e54 · outbound

This paper cites On-policy distillation of language models: Learning from self-generated mistakes.

Rubric-based On-policy Distillation On-policy distillation of language models: Learning from self-generated mistakes

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.903186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:1bec83579703fea48d3de6946995264006c9928c289006175fc17c39b03f1572

Observation a1d71531-00ed-4506-9bab-9b232a4a0064 · outbound

This paper cites On-policy distillation.Thinking Machines Lab: Connec- tionism.

Rubric-based On-policy Distillation On-policy distillation.Thinking Machines Lab: Connec- tionism

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.908691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:8d1db55a942bcfa6ba676d166059efa1a73559764cd6afed4197734232aea1ac

Observation edfe6e59-24f6-417d-864c-a71a03ba0edc · outbound

This paper cites Minillm: Knowledge distillation of large language models.

Rubric-based On-policy Distillation Minillm: Knowledge distillation of large language models

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.867032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:47ab3294e9a75056f677fb05e5fc8b664067b7b2211eb36c2fd5a541925794b5

Observation b2fcff5e-cd76-476a-a287-c3967352edb3 · outbound

This paper cites MiMo-V2-Flash Technical Report.

Rubric-based On-policy Distillation MiMo-V2-Flash Technical Report

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-12T11:33:32.947936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:eb854c0128f432405324aec7526ea83f83c49f79c1d3bc0963706139e27e527d

Observation f78ed212-9337-410a-9b5b-b6d957c917b4 · outbound

This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence.

Rubric-based On-policy Distillation Deepseek-v4: Towards highly efficient million-token context intelligence

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.892826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:3bc0e2b3f9484c75d80e77f0bc0987e9287223b41ba0244670f0c571e92444ea

Observation 5a52485b-aa4f-43c7-8a1c-816801a8679d · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Rubric-based On-policy Distillation GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:34.729655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:d0c25e1fcd9a152b460219e51be9f8c72b90ef34bd5c8fb2567d34a3aa45a9ee

Observation 535378bd-d426-4159-9a0d-0812dda82368 · outbound

This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.

Rubric-based On-policy Distillation HealthBench: Evaluating Large Language Models Towards Improved Human Health

Reference 12

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T05:18:21.444858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:fd3c48ca5939780c9571658d25e4092246d9006244b75234b5e1156259a05f37

Observation 9b7ac68b-3f3b-45b6-bbcc-8724a2a20f85 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Rubric-based On-policy Distillation Instruction-Following Evaluation for Large Language Models

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.108898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:d6c95c83eb856990ce4ceabf91659ce8643e8c5ca1fa9cc47123f1807a2c7bf2

Observation 0a2f4fce-77c7-406e-8a5d-fef850456165 · outbound

This paper cites Gemma 3 Technical Report.

Rubric-based On-policy Distillation Gemma 3 Technical Report

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.101768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:5c116d9b40e10197e0575b00e5f841babd84d64f0257fd3068673aa95f7f83b2

Observation fc74801f-a17d-494c-b0d9-27cf36f9c458 · outbound

This paper cites Introducing gpt-5.2.

Rubric-based On-policy Distillation Introducing gpt-5.2

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.869201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:0b4177dd6e57dd261e4a6038d3aa9fa8779ff2d8cb0673c2a714bc0b73b208db

Observation 33401334-b012-4451-b826-d68f0aedf8eb · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 16

Resolution
parse uncertain
raw_fallback, observed 2026-05-14T13:50:58.865067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:364f37256fe959dd0e8365ecc50b9a4766ee0e6ad037a902df06cabde33a5649

Observation ba62b43c-0f08-4634-9152-049db05ca05e · outbound

This paper cites TIP: Token Importance in On-Policy Distillation.

Rubric-based On-policy Distillation TIP: Token Importance in On-Policy Distillation

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.105335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:c02438923abdcf69771928829a9b24540b0035af832e838e4bb0ee32390726a5

Observation a22ab1d1-daa9-4b56-ac0c-f017bbedb69c · outbound

This paper cites Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe.

Rubric-based On-policy Distillation Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe

Reference 18

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:56.992896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:db5d1275913a2b6d0ff20690ecbc88448a261ca7b21f5db204efce00f0d27832

Observation 2c1a88c1-b4ea-4a1c-8dfe-0589eb6f0b4e · outbound

This paper cites A Survey of On-Policy Distillation for Large Language Models.

Rubric-based On-policy Distillation A Survey of On-Policy Distillation for Large Language Models

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-13T02:47:19.238105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:ffc49828aa8a801694b4bf1c93907fd9258754b792ea7be210fe767d840f75a6

Observation 719ad1a4-3505-4107-9790-88cd3745740e · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Rubric-based On-policy Distillation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.088106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:b367bad5d52cd5aaa8d8ab4788ed1d21aed1599bae48211d9c619a7a5594105b

Observation 7038d868-74a7-47d5-9a51-81b3da79b071 · outbound

This paper cites Ovd: On-policy verbal distillation.

Rubric-based On-policy Distillation Ovd: On-policy verbal distillation

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.074140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:4eed321533d5c25cd7fd5837561f1455c542e86d1f24c462d35994643f8ccee9

Observation 1a384439-735f-48d5-bf3d-1085da2a354e · outbound

This paper cites Black-box on-policy distillation of large language models.arXiv preprint.

Rubric-based On-policy Distillation Black-box on-policy distillation of large language models.arXiv preprint

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.113120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:3bf3bc91b6d0e390f266dab8990ec2f950e3665a5771205738056363fef1211f

Observation c3dae16c-8669-4071-9071-ec70cd58263b · outbound

This paper cites Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation.

Rubric-based On-policy Distillation Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-16T05:11:07.754859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:b595c49c79942c6ff70dba3265b27f7ebf1b9e2a7e504b02e95bd4496be38e3d

Observation 13f301b6-4019-43c8-9146-594773c49366 · outbound

This paper cites Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains.

Rubric-based On-policy Distillation Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-13T06:07:56.884714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:ceae70a3b9f589085dda6e5716a6ec49e1b65122626f336bb5f07695987763f6

Observation 17fc97ee-9d63-4af8-a260-448141b5ae09 · outbound

This paper cites Entropy-Aware On-Policy Distillation of Language Models.

Rubric-based On-policy Distillation Entropy-Aware On-Policy Distillation of Language Models

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-25T03:02:00.585154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:7cb2e7511a04a67a71e8467fe5dcd5d740f4aafdbe73bc804b860e70b058a87c

Observation 53b8b431-f041-4de8-bd2b-04383b565ea0 · outbound

This paper cites Fast and effective on-policy distillation from reasoning prefixes.

Rubric-based On-policy Distillation Fast and effective on-policy distillation from reasoning prefixes

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.052022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:f6c2c9c1f1184085b5e311527ecffd33ec23015fab8af14faa995d697cd44280

Observation 3ccfe83c-a658-4419-968b-e2e7a3ce0adc · outbound

This paper cites Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation.

Rubric-based On-policy Distillation Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.120024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:79f88b717703a5fe9fd01ea509179827180ecf13e86fb2224eadc54455bd986e

Observation ac166fd2-4bc4-4dc5-a527-a3092d335569 · outbound

This paper cites PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence.

Rubric-based On-policy Distillation PACED: Distillation and On-Policy Self-Distillation at the Frontier of Student Competence

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:56.975858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:1ef2f2e66cbd48b8cf712b51774638e9d770b0dc8926ba6a131de5b8f6b52d4f

Observation 0cdb1666-0ce7-4e54-8b02-6b795683736e · outbound

This paper cites SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting.

Rubric-based On-policy Distillation SCOPE: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:56.981571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:883f0df056196b286656bf8ef9f18ac3e63214bfcc406d92d178bd4fdc361f54

Observation c4eb9592-0c9e-4686-821e-2e9d6f8cd2c8 · outbound

This paper cites A Dual-Space Framework for General Knowledge Distillation of Large Language Models.

Rubric-based On-policy Distillation A Dual-Space Framework for General Knowledge Distillation of Large Language Models

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.033098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:e292896c31a95a9b6877f14cae01f1ccef0402acb405f0410ee72a1a02b36ac9

Observation cf83d039-af05-4b02-b0c9-948280a049e9 · outbound

This paper cites Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes.

Rubric-based On-policy Distillation Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.029032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:c204089f3fd0655038833f4c5d7736a4c7691bbcce93b3eddf14d493f90c9e7e

Observation 764d3480-59b6-4fe1-90e7-7fac6aec4468 · outbound

This paper cites Orpo-distill: Mixed-policy preference optimization for cross-architecture llm distillation.

Rubric-based On-policy Distillation Orpo-distill: Mixed-policy preference optimization for cross-architecture llm distillation

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.131690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:cf0ade46fe549e0a511b5f3f67d96e18001e82cc78ffa41a02b80de9bafe8d41

Observation 2cfc1f61-1a71-4d0a-93c4-64ae7a3a5d02 · outbound

This paper cites Reinforcement Learning-based Knowledge Distillation with LLM-as-a-Judge.

Rubric-based On-policy Distillation Reinforcement Learning-based Knowledge Distillation with LLM-as-a-Judge

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.023922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:0c84a425b280cd75fea81fe1dff28441811738ef33f751fc3992a929380611ac

Observation e4cb5512-fa86-401c-8504-a51c65d5b16e · outbound

This paper cites arXiv preprint arXiv:2510.07743 , year=.

Rubric-based On-policy Distillation arXiv preprint arXiv:2510.07743 , year=

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.061333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:eb2c3b58ec68cbce80591aeb511ad8d56c20f2e58168278e3ef055946d1bb259

Observation d3e350a5-deb2-4130-8035-99bf15500bf3 · outbound

This paper cites Reinforcement Learning with Rubric Anchors.

Rubric-based On-policy Distillation Reinforcement Learning with Rubric Anchors

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.003709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:ad902f142e762d81b9b5e3dd4a4a9f2f77f057e12ba5f2f4d0c37de001824599

Observation 7d3ee772-92f7-4318-9d8f-50158364e37d · outbound

This paper cites DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research.

Rubric-based On-policy Distillation DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:00:28.487879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:4e309a7d7b9df2907c5113f09a35577daf083f821cbb5eebbf8dab46ef9c0744

Observation 8735ae82-eafd-43e0-a955-8390423d6677 · outbound

This paper cites Sibylsense: Adaptive rubric learning via memory tuning and adversarial probing.

Rubric-based On-policy Distillation Sibylsense: Adaptive rubric learning via memory tuning and adversarial probing

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-11T03:50:57.016436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:c58a8b2a9ec42d8f873ac99e570778565828cae57a3972654a36243180d61015

Observation 96752098-7216-4ac5-b987-f6f0f0dccba0 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Rubric-based On-policy Distillation Distilling the Knowledge in a Neural Network

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-05-11T03:50:57.036401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:ed58f11d0768b5a090330434e83674a0bf0da47d575d422c8e7a76bedb05ddc8

Observation e308352a-22ff-4e1a-9947-ceccaba221ad · outbound

This paper cites Criterion 7: Uses proof by induction – 2/4 teachers support, 2/4 use direct computation.

Rubric-based On-policy Distillation Criterion 7: Uses proof by induction – 2/4 teachers support, 2/4 use direct computation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.856306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:4c96e704a691d20c9544089b2ce51f80e6805d38c5953b6beede579305268b78

Observation 8d3990f7-d56c-45a0-b3f6-af407dc139b5 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.858393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:200797145e248df32c9e10cff3e314824305e1bd8dddc38c7c799fd577196e7d

Observation 8816da49-4bf4-453e-baf9-07a2cca86727 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.875846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:0909e51ff9df4736bb2d9fd2d86f37f07902f5f74d4a1d575a30f0e437a409fb

Observation 220af574-007e-4f3f-8b06-a3f88bcb5623 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.879686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:23709ddce11fcb144614d47440e2b66f8fbf3bb92b2735b3b275867890acd2c2

Observation 847d05b3-fcaf-4aa3-8129-7613a8b108d4 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.873832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:e2d3173c030c7876451a6c5754714ea453ca70547a11d8a49bf0318714f1a201

Observation f712a214-bc40-4b5d-86d4-e5a86a387e8a · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.895008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:4d2d3cb525a4f94a3f87adf9a8b115ac971f5c07ba365730a356032d0b27edb4

Observation 291ec9ba-9f88-4ea4-a0e6-94e9927d7f79 · outbound

This paper cites # Required Category Taxonomy Your rubric should be guided by the following three categories.

Rubric-based On-policy Distillation # Required Category Taxonomy Your rubric should be guided by the following three categories

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.871611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:88078aa37c65ee0eb3cc112c73784140b73025dce65ee164e882c34227edb06b

Observation 9c4e79a8-ed7f-4fca-b28b-c36d0eb06126 · outbound

This paper cites This includes identifying the target quantity, presenting the answer explicitly, and meeting format requirements.

Rubric-based On-policy Distillation This includes identifying the target quantity, presenting the answer explicitly, and meeting format requirements

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.882192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:2c3cd02205d4cbae1971060b05c5ceebd878d52d5d62ed32eab2e32216c4c876

Observation ef2c2978-f2c2-4f91-900e-4ffe001640cb · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.860241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:0e4e1569013f8d5a62757e042adb3699c5bdb7e6e06f0ff5cce820150ebd2aee

Observation 925f69da-fc1c-4872-9701-2d315381ad0b · outbound

This paper cites Use this category when such qualities are genuinely relevant and improve teacher-student separation.

Rubric-based On-policy Distillation Use this category when such qualities are genuinely relevant and improve teacher-student separation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.877859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:45b4a745d714b2910bd4686f955956beb7b43bd7c9b0408bca4ba95ee63ff2f4

Observation a9910725-0378-4558-9bb3-92f30516c246 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.897191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:0b614790df0bcfa3b671d725fb9e87447106ebcc9b1e1ef059315b84042c9c03

Observation aa44c6bd-7f7c-401c-9e4f-bc3a6df0f8ed · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.884806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:2538881140c67479f178b9a34ac487424b167702f84ca460ce2d94767bd7633f

Observation 0b3fdef9-43fe-44c8-b136-e711acbeba39 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.862630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:14442f082eed68730fdc9a18caa1d4ff9c7a489c5e899dc79822fd1552fd92b4

Observation 4eec8d6a-dbfe-4d88-9084-aca72a65d356 · outbound

This paper cites an unresolved cited work.

Rubric-based On-policy Distillation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-14T13:50:58.889328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:06965d4409930bcd51e0a9da810b7fa6d9eb909cf5d641eb5a62b03ab47be21a

Observation 9d89d275-ac8f-464d-920d-99de83e3544e · outbound

This paper cites uses the same method as the teacher(s).

Rubric-based On-policy Distillation uses the same method as the teacher(s)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T13:50:58.887123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-11T02:11:48.615352Z digest=sha256:0b82622958f526e707b4e39438e563c8a4c0b26594553fdd07b0fa5bce416c39

Pith citing papers

Observation 8ed2062a-66bc-4dc7-ba10-761a38675c7f · inbound

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training cites this paper.

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-13T05:07:17.328536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-13T05:06:28.465349Z digest=sha256:593a6b45217f76f184a04cfb3de1fa1ae8767087092491e8deef2eb2cc782c93

Observation 55d2e9ee-45dd-4a31-b50e-46df0aa518fe · inbound

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training cites this paper.

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-15T05:25:04.064933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-15T05:24:11.988955Z digest=sha256:d3797b8b1effe25589c8aca912fa675215f73ab2c7eb6a3c0ed6a9d69237de2e

Observation 4a729238-cd58-4609-8297-be17f3b61c7f · inbound

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training cites this paper.

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-19T16:42:39.627180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-19T16:42:12.419460Z digest=sha256:12a1e0f019136b4ffc1a29bd4e77cda66bd10d601c2c3a4fb9d474ed51cc0064

Observation ed8a92d8-eaea-490a-bd42-e97fc6caf24c · inbound

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training cites this paper.

Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training Rubric-based On-policy Distillation

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-21T07:59:50.390088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-05-21T07:57:16.107445Z digest=sha256:1da7aec700d44e6df5d55bebb0fa6dbc12bbdc2dfeed0c7b5c7bd32490984240

Observation ded4138f-fdb2-4d05-8670-32c6e99d2402 · inbound

A Formula-Driven Survey and Research Agenda for On-Policy Distillation cites this paper.

A Formula-Driven Survey and Research Agenda for On-Policy Distillation Rubric-based On-policy Distillation

Reference 57

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T10:19:47.122737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=arxiv_source observed=2026-06-26T09:02:13.340365Z digest=sha256:da272723bae1954fea1271383f8cb7f71f7329383792fa7093cc69912136408a

Observation 0fec8392-90dd-4ccb-83c9-d201d8fc813a · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Rubric-based On-policy Distillation

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-07-04T13:49:51.405652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-06-26T04:55:42.018348Z digest=sha256:e4092c6d494a031165d6915f8d61cf1bc182616171f86b1aaaef2e69ffbdb912

Observation 8e0da16f-9ae3-4162-b365-4ec58e0a841e · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation Rubric-based On-policy Distillation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-07-12T11:44:54.717393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T11:44:54.717393Z digest=sha256:2f0200a761883ae80205de64dc1b611e1a7a14e248a659069e8bf21aa6bbbcb1

Observation ec1741eb-a520-4e04-9e2b-59df07cc9c8e · inbound

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning cites this paper.

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning Rubric-based On-policy Distillation

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-01T09:55:40.388513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

source=pdf_text observed=2026-07-01T06:07:43.151474Z digest=sha256:f5e49dbcce3c1adbc331cdd919889e7bf691557634fca265ab573be07be3b7a4

Observation f753e198-44f7-4837-9abe-bedc5902ee1a · inbound

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning cites this paper.

TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning Rubric-based On-policy Distillation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-07-12T10:00:13.340163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T10:00:13.340163Z digest=sha256:2058295cf86caa7d2d48cd9f5169a590afb3455e99978bddcd06b76b5a0ae893

Observation 27a9dca5-5171-48ed-a4cc-d2648d634b16 · inbound

SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning cites this paper.

SERPO: Self-Evolving Rubric Policy Optimization for Open-Ended Test-Time Reinforcement Learning Rubric-based On-policy Distillation

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-30T18:33:28.472370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T18:33:28.472370Z digest=sha256:0bca846ab8b9186a058db59a2665c569131d0bff1d5f5ee6bcc516a4f334fccb

Observation e8f6096c-d3e5-408f-bc1e-5e230eb3c674 · inbound

Contrastive Reinforced Policy Optimization via Privileged Self-Distillation cites this paper.

Contrastive Reinforced Policy Optimization via Privileged Self-Distillation Rubric-based On-policy Distillation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-07-31T20:06:10.692173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T20:06:10.692173Z digest=sha256:77637e1bd85120d7acf6283325507ee91c365a13aadde765e4e57e41e4f594cd